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YM@youssefmenzou
Data Engineer skilled in designing and automating data pipelines.
FranceI am a dedicated Data Engineer with extensive experience in designing and automating data pipelines, managing cloud-based data infrastructure, and deploying scalable workflows. My passion lies in transforming raw data into clean, reliable, and actionable datasets using modern tools and practices. I have a strong background in data wrangling, orchestration, and cloud services across AWS and Azure.
During my freelance work, I built and maintained data pipelines in cloud environments for web and analytics applications, automating data ingestion and transformation workflows using Python, Airflow, and Terraform. At Lille University Hospital, I developed a machine learning model for MRI harmonization and automated data pipelines to preprocess large datasets. My experience also includes building a real estate price prediction pipeline and exploring cloud-based solutions for scalable data processing.
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Work history, roles, and key accomplishments
Freelance
Jun 2024 - Dec 2024 (6 months)
Built and maintained data pipelines in cloud environments (AWS and Azure) for web and analytics applications. Automated data ingestion and transformation workflows using Python, Airflow, and Terraform. Managed data containers and orchestrated workloads with Docker and Kubernetes for scalable processing.
Lille University Hospital (CHU de Lille)
Sep 2023 - Apr 2024 (7 months)
Built a machine learning model for MRI harmonization using PyTorch to standardize multi-source medical imaging data. Developed automated data pipelines to preprocess and normalize large datasets of MRI scans. Used high-performance computing (HPC) and GPU resources for large-scale model training over SSH.
Kifwat
May 2022 - Aug 2022 (3 months)
Built a real estate price prediction pipeline using machine learning and large-scale datasets. Automated data pipelines for extraction, transformation, and feature engineering using Python and Pandas. Explored and deployed cloud-based solutions for scalable data processing and storage.
Degrees, certifications, and relevant coursework
COIBM Data Engineering Professional Certificate
Master’s Degree / Engineering Diploma, Computer Science
2021 - 2024
Multidisciplinary training combining theory and practical work, covering a wide range of topics in computer science. Led multiple technical projects, acquiring solid skills in software engineering and structured problem-solving.
Software and tools used professionally
FranceYou can contact Youssef and 90k+ other talented remote workers on Himalayas.
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